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On the Near-Optimality of Local Policies in Large Cooperative
  Multi-Agent Reinforcement Learning

On the Near-Optimality of Local Policies in Large Cooperative Multi-Agent Reinforcement Learning

7 September 2022
Washim Uddin Mondal
Vaneet Aggarwal
S. Ukkusuri
ArXivPDFHTML

Papers citing "On the Near-Optimality of Local Policies in Large Cooperative Multi-Agent Reinforcement Learning"

3 / 3 papers shown
Title
Mean-Field Control based Approximation of Multi-Agent Reinforcement
  Learning in Presence of a Non-decomposable Shared Global State
Mean-Field Control based Approximation of Multi-Agent Reinforcement Learning in Presence of a Non-decomposable Shared Global State
Washim Uddin Mondal
Vaneet Aggarwal
S. Ukkusuri
22
8
0
13 Jan 2023
Scalable Task-Driven Robotic Swarm Control via Collision Avoidance and
  Learning Mean-Field Control
Scalable Task-Driven Robotic Swarm Control via Collision Avoidance and Learning Mean-Field Control
Kai Cui
Mengguang Li
Christian Fabian
Heinz Koeppl
AI4CE
35
5
0
15 Sep 2022
Graphon Mean-Field Control for Cooperative Multi-Agent Reinforcement
  Learning
Graphon Mean-Field Control for Cooperative Multi-Agent Reinforcement Learning
Yuanquan Hu
Xiaoli Wei
Jun Yan
Heng-Wei Zhang
26
8
0
11 Sep 2022
1